symbol
string
datetime
string
short_volume
int64
total_volume
int64
short_volume_ratio_exchange
float64
retail_short_ratio
float64
institutional_short_ratio
float64
market_maker_short_ratio
float64
AAON
2017-03-17
259,227
423,780
0.740954
0.809235
0.163863
0.026902
AAON
2017-03-24
286,763
410,181
0.787554
0.839004
0.130833
0.030163
AAON
2017-03-31
202,471
373,209
0.617528
0.81936
0.14159
0.03905
AAON
2017-04-07
222,983
334,512
0.732284
0.777364
0.185069
0.037567
AAON
2017-04-14
123,408
185,262
0.658704
0.738273
0.215042
0.046685
AAON
2017-04-21
219,100
281,938
0.785549
0.821273
0.128884
0.049843
AAON
2017-04-28
171,115
317,096
0.639529
0.746318
0.212593
0.041089
AAON
2017-05-05
235,351
323,671
0.740646
0.773248
0.181416
0.045336
AAON
2017-05-12
164,092
284,442
0.673304
0.775844
0.169672
0.054484
AAON
2017-05-19
229,789
333,349
0.717185
0.813553
0.148498
0.037949
AAON
2017-05-26
194,290
260,987
0.745322
0.654456
0.223477
0.122067
AAON
2017-06-02
139,493
217,414
0.683514
0.737545
0.218181
0.044275
AAON
2017-06-09
178,726
260,702
0.75812
0.789372
0.182049
0.028579
AAON
2017-06-16
244,624
308,799
0.759851
0.824117
0.143535
0.032348
AAON
2017-06-23
158,711
289,530
0.673411
0.808656
0.169215
0.022129
AAON
2017-06-30
204,665
370,231
0.633486
0.787415
0.173631
0.038954
AAON
2017-07-07
92,484
126,762
0.813588
0.759996
0.208505
0.031498
AAON
2017-07-14
232,890
286,335
0.801256
0.778912
0.181997
0.039091
AAON
2017-07-21
119,241
154,589
0.808217
0.742853
0.209635
0.047512
AAON
2017-07-28
499,940
575,717
0.807214
0.777036
0.194292
0.028672
AAON
2017-08-04
477,112
764,471
0.690526
0.756881
0.213016
0.030103
AAON
2017-08-11
292,688
397,766
0.72766
0.721574
0.235613
0.042813
AAON
2017-08-18
191,010
343,165
0.617586
0.765106
0.197247
0.037648
AAON
2017-08-25
182,278
269,032
0.734323
0.798349
0.164184
0.037468
AAON
2017-09-01
167,023
285,580
0.576529
0.80932
0.159854
0.030826
AAON
2017-09-08
156,994
340,942
0.615245
0.808092
0.147829
0.044078
AAON
2017-09-15
194,945
324,161
0.657518
0.790235
0.146801
0.062964
AAON
2017-09-22
245,682
315,577
0.771516
0.764119
0.204545
0.031337
AAON
2017-09-29
233,172
356,623
0.737452
0.71228
0.195526
0.092194
AAON
2017-10-06
208,769
360,804
0.655857
0.825252
0.146645
0.028103
AAON
2017-10-13
233,094
398,102
0.60723
0.781646
0.135238
0.083116
AAON
2017-10-20
185,751
254,969
0.746035
0.765786
0.214542
0.019672
AAON
2017-10-27
205,218
302,206
0.732305
0.779708
0.179092
0.0412
AAON
2017-11-03
292,756
378,680
0.796639
0.795317
0.171831
0.032853
AAON
2017-11-10
262,069
358,671
0.713125
0.735437
0.234454
0.03011
AAON
2017-11-17
216,779
312,103
0.74796
0.774957
0.177743
0.047301
AAON
2017-11-24
183,892
254,277
0.769495
0.82226
0.152679
0.025061
AAON
2017-12-01
143,187
302,702
0.617851
0.65026
0.308642
0.041097
AAON
2017-12-08
313,847
517,895
0.722094
0.693778
0.272899
0.033323
AAON
2017-12-15
177,990
311,481
0.646385
0.665796
0.292262
0.041942
AAON
2017-12-22
204,674
310,772
0.7435
0.72592
0.245693
0.028386
AAON
2017-12-29
187,392
260,617
0.806395
0.683545
0.286261
0.030194
AAON
2018-01-05
265,595
327,634
0.788001
0.721795
0.212089
0.066116
AAON
2018-01-12
208,255
536,145
0.525277
0.705689
0.251403
0.042908
AAON
2018-01-19
172,374
386,479
0.565346
0.702115
0.225219
0.072666
AAON
2018-01-26
177,713
413,760
0.569358
0.734908
0.240297
0.024795
AAON
2018-02-02
238,035
520,709
0.685872
0.686829
0.277152
0.036019
AAON
2018-02-09
263,134
603,447
0.669206
0.693032
0.26548
0.041488
AAON
2018-02-16
186,518
276,504
0.783317
0.685267
0.270302
0.044432
AAON
2018-02-23
115,141
170,733
0.735153
0.736156
0.220585
0.043259
AAON
2018-03-02
546,091
655,449
0.829838
0.737432
0.218955
0.043613
AAON
2018-03-09
375,884
518,644
0.766816
0.681693
0.16094
0.157366
AAON
2018-03-16
602,264
833,161
0.754176
0.707312
0.133463
0.159225
AAON
2018-03-23
434,946
571,119
0.811747
0.765568
0.203616
0.030816
AAON
2018-03-30
260,366
321,813
0.837472
0.779905
0.190538
0.029558
AAON
2018-04-06
546,173
653,912
0.815276
0.750838
0.225334
0.023829
AAON
2018-04-13
281,436
384,970
0.719866
0.765967
0.220897
0.013136
AAON
2018-04-20
304,230
392,402
0.793139
0.784697
0.185629
0.029674
AAON
2018-04-27
361,025
540,883
0.815103
0.698707
0.184835
0.116458
AAON
2018-05-04
621,861
849,907
0.746414
0.775173
0.198406
0.026421
AAON
2018-05-11
410,526
825,354
0.605372
0.776475
0.207371
0.016154
AAON
2018-05-18
462,392
948,519
0.710888
0.692228
0.285141
0.022631
AAON
2018-05-25
416,382
623,602
0.705009
0.706061
0.270813
0.023125
AAON
2018-06-01
1,053,156
2,171,663
0.563704
0.811308
0.178066
0.010626
AAON
2018-06-08
386,285
579,361
0.6997
0.719812
0.251609
0.028579
AAON
2018-06-15
419,263
640,462
0.653438
0.754042
0.212939
0.033019
AAON
2018-06-22
358,914
506,280
0.72969
0.731103
0.247779
0.021118
AAON
2018-06-29
350,375
441,736
0.772013
0.723892
0.240985
0.035123
AAON
2018-07-06
311,272
401,124
0.802136
0.718849
0.244095
0.037056
AAON
2018-07-13
289,881
351,923
0.866093
0.684932
0.282867
0.032201
AAON
2018-07-20
247,638
335,572
0.831461
0.717166
0.243492
0.039342
AAON
2018-07-27
398,882
565,722
0.798078
0.700672
0.259735
0.039593
AAON
2018-08-03
512,311
793,681
0.809247
0.726186
0.249937
0.023877
AAON
2018-08-10
453,534
608,864
0.865722
0.770816
0.213113
0.016071
AAON
2018-08-17
214,264
290,328
0.814557
0.74899
0.2187
0.03231
AAON
2018-08-24
396,280
568,758
0.719515
0.745593
0.232615
0.021791
AAON
2018-08-31
256,762
398,876
0.722243
0.680175
0.290321
0.029504
AAON
2018-09-07
265,721
366,882
0.7102
0.709737
0.270035
0.020228
AAON
2018-09-14
227,379
340,993
0.68289
0.636071
0.347526
0.016403
AAON
2018-09-21
251,369
363,189
0.723709
0.693341
0.281723
0.024936
AAON
2018-09-28
556,676
646,322
0.854212
0.758972
0.219894
0.021134
AAON
2018-10-05
241,491
360,276
0.695897
0.671357
0.315831
0.012812
AAON
2018-10-12
325,605
435,774
0.730584
0.691876
0.293449
0.014675
AAON
2018-10-19
183,691
256,766
0.735129
0.713252
0.271296
0.015452
AAON
2018-10-26
192,357
262,968
0.731844
0.687311
0.296951
0.015738
AAON
2018-11-02
597,171
702,625
0.795018
0.743387
0.242004
0.014609
AAON
2018-11-09
643,110
801,414
0.813234
0.687374
0.224444
0.088182
AAON
2018-11-16
459,184
821,771
0.767539
0.682285
0.253121
0.064594
AAON
2018-11-23
228,380
563,663
0.653132
0.589055
0.347441
0.063504
AAON
2018-11-30
231,611
439,093
0.575592
0.689974
0.289733
0.020293
AAON
2018-12-07
195,967
289,281
0.719889
0.671926
0.283955
0.044119
AAON
2018-12-14
176,783
230,405
0.771326
0.54315
0.388248
0.068602
AAON
2018-12-21
255,488
353,619
0.753353
0.608785
0.327259
0.063956
AAON
2018-12-28
186,159
232,150
0.816661
0.62163
0.336398
0.041972
AAON
2019-01-04
238,324
302,850
0.763135
0.598093
0.332796
0.069111
AAON
2019-01-11
164,661
206,261
0.758968
0.646837
0.261878
0.091285
AAON
2019-01-18
177,347
212,946
0.857287
0.654511
0.268452
0.077038
AAON
2019-01-25
139,653
233,004
0.67216
0.685349
0.238403
0.076247
AAON
2019-02-01
128,257
181,366
0.785478
0.681925
0.280247
0.037828
AAON
2019-02-08
143,531
192,337
0.766683
0.72821
0.198113
0.073677